Blossom Heath Harbor/USCG Station St. Clair Shores Harbor Entrance Study
Bibliographic record
Abstract
A harbor flushing analysis was performed to specify a mechanical pumping system to circulate and clarify the harbor water. FIELD DATA COLLECTION Wind and Wave Climatology of the SiteIn order to fully understand the physical processes that affect the harbor entrance, it was first necessary to establish the wind and wave climate for the site.This data was obtained from the Ontario Ministry of Natural Resources (OMNR), utilizing their Emeryville site located in Lake St. Clair.The most recent period of record available was completed by OMNR in 1988 and spans the years 1971-1986.Wave heights and associated periods were evaluated for all compass directions incident upon the study site.This wave climatology was used as input to the nearshore wave refraction and diffraction model and to the harbor resonance model.Table 1 shows the wave characteristics NNE through ENE approach directions and the number of hours these conditions have occurred during the period of record.These approach directions were chosen because they give the worst harbor conditions and occur 25% of the time.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".